109 citations · 677 across the 64 of their papers we have counts for
5 papers · 1 filter
Bias and Variance of Post-processing in Differential Privacy
Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto
Post-processing immunity is a fundamental property of differential privacy: it enables the application of arbitrary data-independent transformations to the results of differentiall…
Exact Mixed-integer Convex Programming Formulation for Optimal Water Network Design
Byron Tasseff, Russell Bent, Marina A. Epelman +2
In this paper, we consider the canonical water network design problem, which contains nonconvex potential loss functions and discrete resistance choices with varying costs. Traditi…
Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach
Cuong Tran, Ferdinando Fioretto, Pascal Van Hentenryck
A critical concern in data-driven decision making is to build models whose outcomes do not discriminate against some demographic groups, including gender, ethnicity, or age. To ens…
Pricing under a multinomial logit model with non linear network effects
Felipe Maldonado, Gerardo Berbeglia, Pascal Van Hentenryck
We study the problem of pricing under a Multinomial Logit model where we incorporate network effects over the consumer's decisions. We analyse both cases, when sellers compete or c…
Large-Scale Zone-Based Evacuation Planning: Models, Algorithms, and Evaluation
Mohd. Hafiz Hasan, Pascal Van Hentenryck
In zone-based evacuation planning, the region to evacuate is divided into zones and each zone must be assigned a path to safety and departure times along the path. Zone-based evacu…